Xiaohao Cai

1.4k citations

42 papers · 722 indexed · 1 hit paper · h-index 14

Impact in

Computer Vision and Pattern Recognition top 5%
- Medical Image Segmentation Techniques
- Image and Signal Denoising Methods
- Advanced Neural Network Applications
Media Technology top 5%
- Advanced Image Fusion Techniques

Papers in

Computational Mathematics 1
Ecological Modeling 4
- Species Distribution and Climate Change 4

Co-authors: Tieyong Zeng Raymond H. Chan Jason D. McEwen Marcelo Pereyra Carola‐Bibiane Schönlieb Juheon Lee David A. Coomes Mila Nikolova
Journals: Monthly Notices of the Royal Astronomical Society (5 papers)Journal of Scientific Computing (2 papers)SIAM Journal on Imaging Sciences (2 papers)Pattern Recognition (2 papers)Scientific Reports (1 paper)
Partner nations: United Kingdom Hong Kong China

In The Last Decade

Xiaohao Cai

39 papers receiving 702 citations

Hit Papers

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Data Augmentation in Classification and Segmentation: A Survey and New Strategies 2023 · 127 citations

Peers

Countries citing papers authored by Xiaohao Cai

Since Specialization

Citations

This map shows the geographic impact of Xiaohao Cai's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaohao Cai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaohao Cai more than expected).

Fields of papers citing papers by Xiaohao Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaohao Cai. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaohao Cai. The network helps show where Xiaohao Cai may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaohao Cai, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaohao Cai Line = papers co-authored together Xiaohao Cai links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	CNNs, RNNs and Transformers in human action recognition: a survey and a hybrid model Artificial Intelligence Review ·Michele Luzetski, 和郎八幡, Xiaohao Cai	2025	2
2	GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection ePrints Soton (University of Southampton) ·Oyedoyin Dada, Yunfei Long, Xiaohao Cai, Imran Razzak, Laith Fada, 蒲龙, Shoaib Jameel	2025	5
3	A Computer Vision Method for Finding Mislabelled Specimens Within Natural History Collections Ecology and Evolution ·Huỳnh Thanh Điền, Clayton Reichart, Xiaohao Cai, Tammy Horton, Olivia Powell, Vladislav Mikhailov, Nitish Karambali, Benjamin Price, Phillip B. Fenberg	2025	0
4	Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension Runwei Guan, Olivier L R M van Tongeren, 侯福志, 寒声, (unknown), Xiaohao Cai, M. Xu, Jeremy C. Smith, Eng Gee Lim, Yutao Yue, Hui Xiong	2025	2
5	3DKMI : A MATLAB package to generate shape signatures from Krawtchouk moments and an application to species delimitation in planktonic foraminifera Methods in Ecology and Evolution ·H. M. Lin, 根路銘令子, Shima Sanjari, Anieke Brombacher, Hanz Richter, Mark Nixon, Xiaohao Cai, Thomas H. G. Ezard	2024	2
6	Discrepancy-based diffusion models for lesion detection in brain MRI Computers in Biology and Medicine ·Eva Aigner-Breuss, Xiaohao Cai, Mahesan Niranjan	2024	1
7	Few-shot learning for inference in medical imaging with subspace feature representations PLoS ONE ·Jiahui Liu, Eva Aigner-Breuss, Xiaohao Cai, Mahesan Niranjan	2024	1
8	Biologically-Inspired Iterative Learning Control Design: A Modular-Based Approach ePrints Soton (University of Southampton) ·В.Н. Вербецкий, Bing Chu, Xiaohao Cai	2024	0
9	Using computer vision to identify limpets from their shells: a case study using four species from the Baja California peninsula Frontiers in Marine Science ·Huỳnh Thanh Điền, Xiaohao Cai, Tammy Horton, Benjamin Price, M. Starrach, Phillip B. Fenberg	2023	2
10	TransNet: A Transfer Learning-Based Network for Human Action Recognition ePrints Soton (University of Southampton) ·Michele Luzetski, Xiaohao Cai	2023	2
11	Data Augmentation in Classification and Segmentation: A Survey and New Strategies Journal of Imaging ·Michele Luzetski, 和郎八幡, Xiaohao Cai Hit paper breakdown →	2023	127
12	Electron tomography of prolamellar bodies and their transformation into grana thylakoids in cryofixed Arabidopsis cotyledons The Plant Cell ·Zizhen Liang, Cao QiYu, Juncai Ma, Keith Ka Ki, Velásquez Bardales, Mark C. Malabuyoc, Xiaohao Cai, Byung‐Ho Kang	2022	10
13	Sparse Bayesian mass mapping with uncertainties: local credible intervals Monthly Notices of the Royal Astronomical Society ·Matt A. Price, Xiaohao Cai, Jason D. McEwen, Marcelo Pereyra, T. Kitching	2019	10
14	Linkage Between Piecewise Constant Mumford--Shah Model and Rudin--Osher--Fatemi Model and Its Virtue in Image Segmentation SIAM Journal on Scientific Computing ·Xiaohao Cai, Raymond H. Chan, Carola‐Bibiane Schönlieb, Gabriele Steidl, Tieyong Zeng	2019	20
15	Sparse Bayesian mass mapping with uncertainties: peak statistics and feature locations Monthly Notices of the Royal Astronomical Society ·Matt A. Price, Jason D. McEwen, Xiaohao Cai	2019	7
16	Wavelet-based segmentation on the sphere Pattern Recognition ·Xiaohao Cai, Frankie Tu, فرزانه مرادی, Jason D. McEwen	2019	4
17	Sparse Bayesian mass mapping with uncertainties: hypothesis testing of structure: hypothesis testing of structure arXiv (Cornell University) ·Matt A. Price, Jason D. McEwen, Xiaohao Cai, T. Kitching, Frankie Tu	2018	6
18	A Three-Stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT) Journal of Scientific Computing ·Xiaohao Cai, Raymond H. Chan, Mila Nikolova, Tieyong Zeng	2017	34
19	Accuracy of manual and automated rectal contours using helical tomotherapy image guidance scans during prostate radiotherapy. Journal of Clinical Oncology ·Chengetai D. Mpamhanga, Kenise Morris, Lucas Barion de Oliveira, Xiaohao Cai, Juheon Lee, Carola‐Bibiane Schönlieb, M.P.F. Sutcliffe, 吴振祥, Pandji Santosa, Marina Romanchikova, S. Thomas, R. Jena, Rolf Eckers, N.G. Burnet	2015	3
20	Vessel Segmentation in Medical Imaging Using a Tight-Frame--Based Algorithm SIAM Journal on Imaging Sciences ·Xiaohao Cai, O. V. Barinova, Serena Morigi, Fiorella Sgallari	2013	16

About Xiaohao Cai

Xiaohao Cai is a scholar working on Computational Mathematics, Ecological Modeling, Computer Vision and Pattern Recognition, Structural Biology and Statistics and Probability, having authored 42 papers that have together received 722 indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (8 papers), Sparse and Compressive Sensing Techniques (7 papers), Remote Sensing and LiDAR Applications (4 papers), Species Distribution and Climate Change (4 papers), Anomaly Detection Techniques and Applications (4 papers), Image and Signal Denoising Methods (4 papers), Gaussian Processes and Bayesian Inference (4 papers) and Remote Sensing in Agriculture (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (295 citations), Media Technology (92 citations), Computational Mathematics (6 citations), Environmental Engineering (112 citations) and Computational Mechanics (120 citations). Xiaohao Cai has collaborated with scholars based in United Kingdom, Hong Kong and China. Frequent co-authors include Tieyong Zeng, Raymond H. Chan, Jason D. McEwen, Marcelo Pereyra, Carola‐Bibiane Schönlieb, Juheon Lee, David A. Coomes, Mila Nikolova, Gabriele Steidl and Michele Dalponte. Their work appears in journals such as Monthly Notices of the Royal Astronomical Society, Journal of Scientific Computing, SIAM Journal on Imaging Sciences, Pattern Recognition and Scientific Reports.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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